Visual Question Answering on CLEVR Compositional Generalization v1.0 (val)
98.02Accuracy (Purple)NS-CL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| NS-CLProgram-based representation/annotation=Y/N, Concept modeling/annotation=Y/N2022.02 | 98.02 | 99.01 | 18.88 | |
| G2L2Program-based representation/annotation=Y/N, Concept modeling/annotation=Y/N2022.02 | 97.82 | 98.59 | 96.76 | |
| MACProgram-based representation/annotation=N/N, Concept modeling/annotation=N/N2022.02 | 97.14 | 90.85 | 54.87 | |
| NS-VQAProgram-based representation/annotation=Y/Y, Concept modeling/annotation=Y/Y2022.02 | 95.52 | 99.8 | 81.81 | |
| TbD-NetProgram-based representation/annotation=Y/Y, Concept modeling/annotation=N/N2022.02 | 89.57 | 49.92 | 63.37 |